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EvoApplications 2012: Málaga, Spain
- Cecilia Di Chio, Alexandros Agapitos, Stefano Cagnoni, Carlos Cotta, Francisco Fernández de Vega, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, William B. Langdon, Juan Julián Merelo Guervós
, Mike Preuss, Hendrik Richter
Applications of Evolutionary Computation - EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings. Lecture Notes in Computer Science 7248, Springer 2012, ISBN 978-3-642-29177-7
EvoCOMNET Contributions
- José Manuel Lanza-Gutiérrez, Juan Antonio Gómez Pulido
Optimizing Energy Consumption in Heterogeneous Wireless Sensor Networks by Means of Evolutionary Algorithms. 1-10 - Patrick LaRoche, Nur Zincir-Heywood
Network Protocol Discovery and Analysis via Live Interaction. 11-20 - Steffen Limmer, Dietmar Fey, Ulrich Lohmann, Jürgen Jahns:
Evolutionary Design of Active Free Space Optical Networks Based on Digital Mirror Devices. 21-30 - Nourredine Tabia, Alexandre Gondran
Frequency Robustness Optimization with Respect to Traffic Distribution for LTE System. 31-41
EvoCOMPLEX Contributions
- María Arsuaga-Ríos, Francisco Prieto Castrillo
Small-World Optimization Applied to Job Scheduling on Grid Environments from a Multi-Objective Perspective. 42-51 - Pablo García-Sánchez
Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers. 52-62 - Tüze Kuyucu, Ivan Tanev, Katsunori Shimohara:
Evolutionary Optimization of Pheromone-Based Stigmergic Communication. 63-72 - Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, Una-May O'Reilly:
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection. 73-82 - Hendrik Richter
Analyzing Dynamic Fitness Landscapes of the Targeting Problem of Chaotic Systems. 83-92 - Pedro Trueba
Self-organization and Specialization in Multiagent Systems through Open-Ended Natural Evolution. 93-102 - Mikdam Turkey, Riccardo Poli
An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms. 103-113 - Crown Guan Wang, Kwok Yip Szeto
Sales Potential Optimization on Directed Social Networks: A Quasi-Parallel Genetic Algorithm Approach. 114-123 - Berend Weel, Evert Haasdijk
The Emergence of Multi-cellular Robot Organisms through On-Line On-Board Evolution. 124-134
EvoFIN Contributions
- Alexandros Agapitos, Michael O'Neill
Evolving Seasonal Forecasting Models with Genetic Programming in the Context of Pricing Weather-Derivatives. 135-144 - Jonathan Arriaga-González, Manuel Valenzuela-Rendón:
Steepest Ascent Hill Climbing for Portfolio Selection. 145-154 - Antonia Azzini, Mauro Dragoni
A Neuro-evolutionary Approach to Intraday Financial Modeling. 155-164 - Feijoo Colomine Duran
A Comparative Study of Multi-objective Evolutionary Algorithms to Optimize the Selection of Investment Portfolios with Cardinality Constraints. 165-173 - Iván Contreras
A GA Combining Technical and Fundamental Analysis for Trading the Stock Market. 174-183 - Michael Mayo:
Evolutionary Data Selection for Enhancing Models of Intraday Forex Time Series. 184-193
EvoGAMES Contributions
- Michael Cook, Simon Colton, Jeremy Gow:
Initial Results from Co-operative Co-evolution for Automated Platformer Design. 194-203 - José M. Font:
Evolving Third-Person Shooter Enemies to Optimize Player Satisfaction in Real-Time. 204-213 - Maarten H. Lamers
Why Simulate? Hybrid Biological-Digital Games. 214-223 - Tobias Mahlmann, Julian Togelius
Spicing Up Map Generation. 224-233 - Antonio Miguel Mora, Antonio Fernández-Ares, Juan Julián Merelo Guervós
Dealing with Noisy Fitness in the Design of a RTS Game Bot. 234-244 - Mariela Nogueira
On Modeling, Evaluating and Increasing Players' Satisfaction Quantitatively: Steps towards a Taxonomy. 245-254 - Diego Perez Liebana
Monte-Carlo Tree Search for the Physical Travelling Salesman Problem. 255-264 - Mike Preuss, Paolo Burelli
Diversified Virtual Camera Composition. 265-274 - Noor Shaker, Georgios N. Yannakakis
Digging Deeper into Platform Game Level Design: Session Size and Sequential Features. 275-284
EvoHOT Contributions
- Giovanni Iacca
Robot Base Disturbance Optimization with Compact Differential Evolution Light. 285-294
EvoIASP Contributions
- Antonia Azzini, Mauro Dragoni
Electrocardiographic Signal Classification with Evolutionary Artificial Neural Networks. 295-304 - Leonardo Bocchi
A Genetic Fuzzy Rules Learning Approach for Unseeded Segmentation in Echography. 305-314 - Eddie Clemente
Object Recognition with an Optimized Ventral Stream Model Using Genetic Programming. 315-325 - León Dozal, Gustavo Olague
Evolving Visual Attention Programs through EVO Features. 326-335 - Daniel E. Hernández
Evolutionary Purposive or Behavioral Vision for Camera Trajectory Estimation. 336-345 - Oliver Kramer:
On Evolutionary Approaches to Unsupervised Nearest Neighbor Regression. 346-355 - Heikki Salo, Ville Tirronen, Ferrante Neri
Evolutionary Regression Machines for Precision Agriculture. 356-365
EvoNUM Contributions
- Giorgos Karafotias, Selmar K. Smit, A. E. Eiben:
A Generic Approach to Parameter Control. 366-375 - Thorsten Krenek, Mario Ruthmair
Applying (Hybrid) Metaheuristics to Fuel Consumption Optimization of Hybrid Electric Vehicles. 376-385 - Mike Preuss:
Improved Topological Niching for Real-Valued Global Optimization. 386-395 - Pradyumn Kumar Shukla
Towards a Deeper Understanding of Trade-offs Using Multi-objective Evolutionary Algorithms. 396-405
EvoPAR Contributions
- Stefano Cagnoni
OpenCL Implementation of Particle Swarm Optimization: A Comparison between Multi-core CPU and GPU Performances. 406-415 - Pedro Fazenda
A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce. 416-425 - Jirí Jaros
A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark. 426-435 - Juan Luis Jiménez Laredo
Validating a Peer-to-Peer Evolutionary Algorithm. 436-445 - Juan Julián Merelo Guervós
Pool-Based Distributed Evolutionary Algorithms Using an Object Database. 446-455 - David Millán-Ruiz, José Ignacio Hidalgo
Migration and Replacement Policies for Preserving Diversity in Dynamic Environments. 456-465 - Atanas Radenski:
Distributed Simulated Annealing with MapReduce. 466-476 - Dylan Sherry, Kalyan Veeramachaneni, James McDermott, Una-May O'Reilly:
Flex-GP: Genetic Programming on the Cloud. 477-486
EvoRISK Contributions
- Victor A. Skormin, Tomas Nykodym, Andrey M. Dolgikh, James Antonakos:
Customized Normalcy Profiles for the Detection of Targeted Attacks. 487-496
EvoSTIM Contributions
- Francisco Chicano
A Novel Multiobjective Formulation of the Robust Software Project Scheduling Problem. 497-507 - Nico Kyngäs, Dries R. Goossens, Kimmo Nurmi, Jari Kyngäs:
Optimizing the Unlimited Shift Generation Problem. 508-518
EvoSTOC Contributions
- Michalis Mavrovouniotis
Ant Colony Optimization with Immigrants Schemes for the Dynamic Vehicle Routing Problem. 519-528 - Luis E. Pineda, A. E. Eiben, Marteen van Steen:
Evolving Communication in Robotic Swarms Using On-Line, On-Board, Distributed Evolutionary Algorithms. 529-538 - Anabela Simões
Virtual Loser Genetic Algorithm for Dynamic Environments. 539-548
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